“Dad, do you remember playing pirates with me?” The words tumbled out of the boy's mouth, a hopeful question that hung in the air. The man, his father, tilted his head, a confused frown creasing his brow. "Son, I'm sorry, no." The boy’s face fell. He blinked rapidly, fighting back tears.

He dropped his toy sword, letting it clatter to the ground. The room, usually filled with the sounds of their games, now echoed with a silence that seemed to vibrate in his bones. His bottom lip trembled, and he bit down hard to stop the sound from escaping. His hands began to clench, his fingernails digging into his palms.

He turned away from his father, his shoulders slumping. He felt a deep ache in his chest, a feeling he couldn’t name. He wanted to crawl under the covers, into the safety of his bed. His voice, small and fragile, whispered, “It’s okay,” even though it wasn't.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293